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mahnoor-shahid/README.md

Mahnoor Shahid

Research Associate at University Duisberg Essen | PhD Student

🧠 Neuro-Symbolic AI researcher (PhD) @ Uni Duisburg-Essen — 🤖 building agents that can reason with logic 🔗 symbol grounding & ⚡compositional generalization

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🧰 Tech Stack

💻 Languages

Python TypeScript JavaScript Java C++ C R SQL SPARQL

🎨 Frontend & UI

HTML5 CSS3 React Angular Flutter Flask Figma

🔬 Core ML & Dev Tools

PyTorch TensorFlow NumPy Pandas scikit-learn Jupyter PyCharm Git Linux LaTeX

🧩 Agentic Frameworks

Langbase LangChain LangGraph PydanticAI LlamaIndex FastMCP A2A Protocol

🔧 Fine-Tuning Stack

HuggingFace TRL Transformers PEFT Unsloth Axolotl LLaMA-Factory SageMaker

⚡ Inference & Serving

vLLM SGLang llama.cpp LiteLLM Ollama FastAPI Gradio

🗂️ Vector Databases & Graphs

Qdrant OpenSearch FAISS Neo4j Chroma Upstash Redis Milvus Weaviate

🔭 Observability & Evals

LangSmith Langfuse Logfire Weights & Biases RAGAS Inspect AI CloudWatch

🛡️ AI Security & Guardrails

NeMo Guardrails LlamaFirewall LLM Guard Guardrails AI Bedrock Guardrails Presidio

☁️ Cloud & Infrastructure

Microsoft Azure Microsoft Foundry AWS EKS AWS ECR AWS Batch ECS Fargate Docker Kubernetes Hostinger Helm GitHub Actions Airflow

✏️ Data & Synthetic Generation

distilabel DataDreamer Argilla HuggingFace Hub Docling ColPali LlamaParse LiteParse

🤖 LLM APIs & Models

OpenAI API Anthropic Claude Google Gemini Jina AI Whisper API arXiv API DeepSeek API

📊 Github Usage Statistics

GitHub Streak

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  1. AGEL-Comp AGEL-Comp Public

    AGEL-Comp: Compositional generalization framework combining LLMs, symbolic reasoning (CPG), inductive logic programming (ILP), and neural theorem provers (NTP) for embodied agents in interactive en…

    C# 2 3

  2. nilm_analyzer nilm_analyzer Public

    Simple, fast and handy data loaders for NILM datasets to explore the data at convenience, provided with basic transformations like resampling, normalization and extract activities by thresholding.

    Python 42 10

  3. grounding_vs_compositionality grounding_vs_compositionality Public

    Explore the interplay between perceptual grounding and compositional reasoning in neural-symbolic systems using iterative logic tensor networks on puzzles.

    Python 1

  4. seq2point seq2point Public

    Easy to implement and customize an end-to-end machine learning pipeline for training the archiecture of seq2point model for energy disaggregation. Run experiments and analyze training procedures or…

    Jupyter Notebook 12

  5. CraftingLab CraftingLab Public

    Your go-to repository for Python, AI, and ML. Discover tutorials, code snippets, utilities, and examples to build, learn, and innovate faster.

    Jupyter Notebook 1 1

  6. AgencyCircuit AgencyCircuit Public

    A neuro-symbolic meta-controller that detects policy collapse in RL agents and restores their sense of agency — inspired by the brain's resilience circuit.

    Python 1